On the accuracy of the Viterbi alignment

Kristi Kuljus, Jüri Lember

In a hidden Markov model, the underlying Markov chain is usually hidden. Often, the maximum likelihood alignment (Viterbi alignment) is used as its estimate. Although having the bi…